filters.greedyprojection

The Greedy Projection Filter creates a mesh (triangulation) in an attempt to reconstruct the surface of an area from a collection of points.

GreedyProjectionTriangulation is an implementation of a greedy triangulation algorithm for 3D points based on local 2D projections. It assumes locally smooth surfaces and relatively smooth transitions between areas with different point densities. The algorithm itself is identical to that used in the PCL library.

Default Embedded Stage

This stage is enabled by default

Example

[
    "input.las",
    {
        "type": "filters.greedyprojection",
        "multiplier": 2,
        "radius": 10
    },
    {
        "type":"writers.ply",
        "faces":true,
        "filename":"output.ply"
    }
]

Options

multiplier

Nearest neighbor distance multiplier. [Required]

radius

Search radius for neighbors. [Required]

num_neighbors

Number of nearest neighbors to consider. [Required]

min_angle

Minimum angle for created triangles. [Default: 10 degrees]

max_angle

Maximum angle for created triangles. [Default: 120 degrees]

eps_angle

Maximum normal difference angle for triangulation consideration. [Default: 45 degrees]